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Applied Data Mining
book

Applied Data Mining

by Guandong Xu, Yu Zong, Zhenglu Yang
June 2013
Intermediate to advanced content levelIntermediate to advanced
284 pages
13h 54m
English
CRC Press
Content preview from Applied Data Mining
Contents
Preface v
Part I: Fundamentals
1. Introduction 3
1.1 Background 3
1.1.1 Data Mining—Defi nitions and Concepts 4
1.1.2 Data Mining Process 6
1.1.3 Data Mining Algorithms 10
1.2 Organization of the Book 16
1.2.1 Part 1: Fundamentals 17
1.2.2 Part 2: Advanced Data Mining 18
1.2.3 Part 3: Emerging Applications 19
1.3 The Audience of the Book 19
2. Mathematical Foundations 21
2.1 Organization of Data 21
2.1.1 Boolean Model 22
2.1.2 Vector Space Model 22
2.1.3 Graph Model 23
2.1.4 Other Data Structures 26
2.2 Data Distribution 27
2.2.1 Univariate Distribution 27
2.2.2 Multivariate Distribution 28
2.3 Distance Measures 29
2.3.1 Jaccard distance ...
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Publisher Resources

ISBN: 9781466585843